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2020 – today
- 2024
[c8]Sahara Ali, Omar Faruque, Jianwu Wang:
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. ECML/PKDD (3) 2024: 213-230- [c7]Sahara Ali, Jianwu Wang:
Tutorial on Causal Inference with Spatiotemporal Data. STCausal@SIGSPATIAL 2024: 23-25 - [e1]Jianwu Wang, Sahara Ali, Yanan Xin:
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis, STCausal 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1154-1 [contents] - [i6]Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang:
TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. CoRR abs/2404.01466 (2024) - [i5]Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang:
Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR abs/2404.05746 (2024) - [i4]Sahara Ali, Omar Faruque, Jianwu Wang:
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. CoRR abs/2405.08174 (2024) - 2023
- [c6]Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang:
Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA 2023: 689-696 - [c5]Louis Lapp, Sahara Ali, Jianwu Wang:
Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting. ICMLA 2023: 1753-1758 - [i3]Sahara Ali, Omar Faruque, Jianwu Wang:
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. CoRR abs/2303.07122 (2023) - [i2]Sahara Ali, Jianwu Wang:
MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. CoRR abs/2308.04511 (2023) - 2022
- [c4]Sahara Ali, Jianwu Wang
:
MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. BDCAT 2022: 1-10 - [c3]Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James Foulds, Vandana P. Janeja:
Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. IGARSS 2022: 4654-4657 - 2021
- [c2]Eliot Kim, Peter Kruse, Skylar Lama, Jamal Bourne, Michael Hu, Sahara Ali, Yiyi Huang, Jianwu Wang:
Multi-Task Deep Learning Based Spatiotemporal Arctic Sea Ice Forecasting. IEEE BigData 2021: 1847-1857 - [i1]Sahara Ali, Yiyi Huang, Xin Huang, Jianwu Wang:
Sea Ice Forecasting using Attention-based Ensemble LSTM. CoRR abs/2108.00853 (2021) - 2020
- [c1]Xin Huang, Sahara Ali, Chenxi Wang, Zeyu Ning, Sanjay Purushotham, Jianwu Wang, Zhibo Zhang:
Deep Domain Adaptation based Cloud Type Detection using Active and Passive Satellite Data. IEEE BigData 2020: 1330-1337
Coauthor Index
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